Summary of Softsrv: Learn to Generate Targeted Synthetic Data, by Giulia Desalvo et al.
SoftSRV: Learn to Generate Targeted Synthetic Databy Giulia DeSalvo, Jean-Fracois Kagy, Lazaros Karydas, Afshin Rostamizadeh,…
Summary of Bayesian Scaling Laws For In-context Learning, by Aryaman Arora et al.
Bayesian scaling laws for in-context learningby Aryaman Arora, Dan Jurafsky, Christopher Potts, Noah D. GoodmanFirst…
Summary of Qixai: a Quantum-inspired Framework For Enhancing Classical and Quantum Model Transparency and Understanding, by John M. Willis
QIXAI: A Quantum-Inspired Framework for Enhancing Classical and Quantum Model Transparency and Understandingby John M.…
Summary of A Theoretical Understanding Of Chain-of-thought: Coherent Reasoning and Error-aware Demonstration, by Yingqian Cui et al.
A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstrationby Yingqian Cui, Pengfei He, Xianfeng…
Summary of A Theoretical Study Of Neural Network Expressive Power Via Manifold Topology, by Jiachen Yao et al.
A Theoretical Study of Neural Network Expressive Power via Manifold Topologyby Jiachen Yao, Mayank Goswami,…
Summary of Spatio-temporal Multivariate Cluster Evolution Analysis For Detecting and Tracking Climate Impacts, by Warren L. Davis Iv et al.
Spatio-temporal Multivariate Cluster Evolution Analysis for Detecting and Tracking Climate Impactsby Warren L. Davis IV,…
Summary of Can Transformers In-context Learn Behavior Of a Linear Dynamical System?, by Usman Akram et al.
Can Transformers In-Context Learn Behavior of a Linear Dynamical System?by Usman Akram, Haris VikaloFirst submitted…
Summary of Enhancing Pac Learning Of Half Spaces Through Robust Optimization Techniques, by Shirmohammad Tavangari et al.
Enhancing PAC Learning of Half spaces Through Robust Optimization Techniquesby Shirmohammad Tavangari, Zahra Shakarami, Aref…
Summary of Gradient Normalization Provably Benefits Nonconvex Sgd Under Heavy-tailed Noise, by Tao Sun et al.
Gradient Normalization Provably Benefits Nonconvex SGD under Heavy-Tailed Noiseby Tao Sun, Xinwang Liu, Kun YuanFirst…
Summary of How Can We Diagnose and Treat Bias in Large Language Models For Clinical Decision-making?, by Kenza Benkirane et al.
How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making?by Kenza…